LMest: Latent Markov Models with and without Covariates
Version 2.3

Fit certain versions of the Latent Markov model for longitudinal categorical data.

Browse man pages Browse package API and functions Browse package files

AuthorFrancesco Bartolucci, Silvia Pandolfi - University of Perugia (IT)
Date of publication2016-08-23 15:25:06
MaintainerFrancesco Bartolucci <bart@stat.unipg.it>
LicenseGPL (>= 2)
Version2.3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("LMest")

Man pages

blkdiag: Build a block diagonal matrix.
bootstrap_lm_basic: Parametric bootstrap for the basic LM model
bootstrap_lm_cov_latent: Parametric bootstrap for LM models with individual covariates...
complk: Complete log-likelihood of the basic latent Markov model
data_criminal_sim: Criminal dataset
data_drug: Dataset about marijuana consumption
data_SRHS_long: Self-reported health status dataset
decoding: Perform local and global decoding
draw_lm_basic: Draw samples from the basic LM model
draw_lm_cov_latent: Draw samples from LM model with covariaates in the latent...
draw_lm_mixed: Draws samples from the mixed LM model
est_lm_basic: Estimate basic LM model
est_lm_cov_latent: Estimate LM model with covariates in the latent model
est_lm_cov_manifest: Estimate LM model with covariates in the measurement model
est_lm_mixed: Estimate mixed LM model
est_multilogit: Estimate multilogit model
expit: Compute the expit function.
expit1: Compute the expit function with respect to a reference...
invglob: Invert vector of global logits.
lk_ar_rho: Compute complete log-likelihood for AR(1) latent process
lk_comp_latent: Complete log-likelihood of the latent Markov model with...
lk_obs: Compute the observable log-likelihood of the basic LM model
lk_obs_latent: Compute the observable log-likelihood of the LM model with...
lk_obs_manifest: Compute the observable log-likelihood of the LM model with...
lk_obs_mixed: Compute the observable log-likelihood of the mixed LM model
lk_sta: Compute the stationary log-likelihood
LMest-package: Fit latent Markov models
logit1: Compute the logit function with respect to a reference...
long2matrices: From data in the long format to data in array format
long2wide: From data in the long format to data in the wide format
marg_param: Compute marginal parametrization
print.LMbasic: Print the output of LMbasic object
print.LMlatent: Print the output of LMlatent object
print.LMmanifest: Print the output of LMmanifest object
print.LMmixed: Print the output of LMmixed object
print.LMsearch: Print the output of LMsearch object
prob_multilogit: Compute multinomial probabilities
prob_post_cov: Compute posterior probabilities.
prod_array: Compute the product of array and vector
rec1: Recursions used by est_lm_cov_manifest
rec3: Recursions used by est_lm_cov_manifest
recursions: Recursions used by est_lm_basic
RLMSdat: Dataset about job satisfaction
search.model.LM: Search for the global maximum of the log-likelihood
sq: Create a matrix with the combination of vectors of (1,0)
stationary: Stationary
summary.LMbasic: Print the output of LMbasic object
summary.LMlatent: Print the output of LMlatent object
summary.LMmanifest: Print the output of LMmanifest object
summary.LMmixed: Print the output of LMmixed object
summary.LMsearch: Print the output of LMsearch object
trans_par: Convert matrix parametrization

Functions

LMest Man page
LMest-package Man page
RLMSdat Man page
blkdiag Man page Source code
bootstrap_lm_basic Man page Source code
bootstrap_lm_cov_latent Man page Source code
complk Man page Source code
data_SRHS_long Man page
data_criminal_sim Man page
data_drug Man page
decoding Man page Source code
draw_lm_basic Man page Source code
draw_lm_cov_latent Man page Source code
draw_lm_mixed Man page Source code
est_lm_basic Man page Source code
est_lm_cov_latent Man page Source code
est_lm_cov_manifest Man page Source code
est_lm_mixed Man page Source code
est_multilogit Man page Source code
expit Man page Source code
expit1 Man page Source code
invglob Man page Source code
lk_ar_rho Man page Source code
lk_comp_latent Man page Source code
lk_obs Man page Source code
lk_obs_latent Man page Source code
lk_obs_manifest Man page Source code
lk_obs_mixed Man page Source code
lk_sta Man page Source code
logit1 Man page Source code
long2matrices Man page Source code
long2wide Man page Source code
marg_param Man page Source code
print.LMbasic Man page Source code
print.LMlatent Man page Source code
print.LMmanifest Man page Source code
print.LMmixed Man page Source code
print.LMsearch Man page Source code
prob_multilogit Man page Source code
prob_post_cov Man page Source code
prod_array Man page Source code
rec1 Man page Source code
rec3 Man page Source code
recursions Man page Source code
search.model.LM Man page Source code
sq Man page Source code
stationary Man page Source code
summary.LMbasic Man page Source code
summary.LMlatent Man page Source code
summary.LMmanifest Man page Source code
summary.LMmixed Man page Source code
summary.LMsearch Man page Source code
trans_par Man page Source code

Files

src
src/nr_multilogit.f
src/BWforback.f
src/for_mult.f
src/prob_multilogit.f
src/sum_Y.f
src/back.f
NAMESPACE
data
data/RLMSdat.rda
data/data_criminal_sim.rda
data/data_SRHS_long.rda
data/data_drug.rda
R
R/bootstrap_lm_basic.R
R/expit1.R
R/trans_par.R
R/print.LMbasic.R
R/est_lm_basic.R
R/print.LMmixed.R
R/summary.LMlatent.R
R/search.model.LM.R
R/complk.R
R/logit1.R
R/decoding.R
R/lk_obs_manifest.R
R/recursions.R
R/draw_lm_basic.R
R/prob_multilogit.R
R/lk_comp_latent.R
R/marg_param.R
R/est_lm_cov_manifest.R
R/summary.LMmanifest.R
R/draw_lm_mixed.R
R/draw_lm_cov_latent.R
R/summary.LMbasic.R
R/print.LMsearch.R
R/lk_ar_rho.R
R/est_lm_cov_latent.R
R/print.LMlatent.R
R/bootstrap_lm_cov_latent.R
R/invglob.R
R/sq.R
R/expit.R
R/print.LMmanifest.R
R/lk_obs_latent.R
R/lk_obs.R
R/summary.LMmixed.R
R/prod_array.R
R/summary.LMsearch.R
R/rec3.R
R/stationary.R
R/est_lm_mixed.R
R/rec1.R
R/prob_post_cov.R
R/lk_sta.R
R/est_multilogit.R
R/long2wide.R
R/blkdiag.R
R/lk_obs_mixed.R
R/long2matrices.R
MD5
DESCRIPTION
man
man/bootstrap_lm_basic.Rd
man/draw_lm_basic.Rd
man/lk_obs_mixed.Rd
man/summary.LMbasic.Rd
man/draw_lm_mixed.Rd
man/summary.LMlatent.Rd
man/prod_array.Rd
man/marg_param.Rd
man/RLMSdat.Rd
man/lk_comp_latent.Rd
man/blkdiag.Rd
man/long2matrices.Rd
man/LMest-package.Rd
man/prob_post_cov.Rd
man/decoding.Rd
man/rec1.Rd
man/invglob.Rd
man/est_lm_cov_latent.Rd
man/summary.LMmanifest.Rd
man/est_lm_cov_manifest.Rd
man/est_lm_basic.Rd
man/draw_lm_cov_latent.Rd
man/print.LMlatent.Rd
man/recursions.Rd
man/rec3.Rd
man/data_SRHS_long.Rd
man/complk.Rd
man/stationary.Rd
man/prob_multilogit.Rd
man/sq.Rd
man/print.LMsearch.Rd
man/expit.Rd
man/print.LMmanifest.Rd
man/data_criminal_sim.Rd
man/lk_sta.Rd
man/bootstrap_lm_cov_latent.Rd
man/logit1.Rd
man/lk_ar_rho.Rd
man/print.LMbasic.Rd
man/summary.LMsearch.Rd
man/lk_obs.Rd
man/est_lm_mixed.Rd
man/summary.LMmixed.Rd
man/long2wide.Rd
man/lk_obs_latent.Rd
man/print.LMmixed.Rd
man/est_multilogit.Rd
man/search.model.LM.Rd
man/trans_par.Rd
man/lk_obs_manifest.Rd
man/data_drug.Rd
man/expit1.Rd
LMest documentation built on May 20, 2017, 1:40 a.m.